Unlike traditional methods, YOLO treats object detection as a single regression problem, directly predicting bounding boxes and class probabilities for objects in an image. This streamlined approach ...

YOLO-World (from Tencent AI Lab) started to address this by letting you define any class you like for object detection, by name. No need for an annotated training dataset, just describe in words what ...

This paper explores YOLO-based architectures for horizontal and oriented bounding box detection in fine-grained object detection using the FAIR1M dataset. FAIR1M provides high-resolution satellite ...